/earth-vision

Jakarta Research Earth Observatory - Library

Primary LanguagePythonMIT LicenseMIT

earthvision

Earth Vision is a python library for solving computer vision tasks specifically for satellite imagery.

Objective

To ease researcher to run ML pipelines for AI or Deep Learning Applications in solving Earth Observation (EO) tasks.

Examples

1. Dataset Download

from earthvision import dataset

l8sparcs = dataset.L8Sparcs()

# Downloading (1 tifs downloaded at root directory dataset)
l8sparcs.download(n=1, out_dir='./dataset')

Features

  1. Wrapper to download open sourced EO dataset for ML tasks:
  • Landsat 8 Biome
  • Landsat 8 SPARCS
  • Landsat 7